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Improved Estimation of Protein-Ligand Binding Free Energy by Using the Ligand-Entropy and Mobility of Water Molecules

机译:利用水分子的配体熵和迁移率改进对蛋白质-配体结合自由能的估计

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摘要

We previously developed the direct interaction approximation (DIA) method to estimate the protein-ligand binding free energy (ΔG). The DIA method estimates the ΔG value based on the direct van der Waals and electrostatic interaction energies between the protein and the ligand. In the current study, the effect of the entropy of the ligand was introduced with protein dynamic properties by molecular dynamics simulations, and the interaction between each residue of the protein and the ligand was also weighted considering the hydration of each residue. The molecular dynamics simulation of the apo target protein gave the hydration effect of each residue, under the assumption that the residues, which strongly bind the water molecules, are important in the protein-ligand binding. These two effects improved the reliability of the DIA method. In fact, the parameters used in the DIA became independent of the target protein. The averaged error of ΔG estimation was 1.3 kcal/mol and the correlation coefficient between the experimental ΔG value and the calculated ΔG value was 0.75.
机译:我们先前开发了直接相互作用近似(DIA)方法来估计蛋白质-配体结合自由能(ΔG)。 DIA方法基于直接范德华力和蛋白质与配体之间的静电相互作用能估算ΔG值。在当前的研究中,通过分子动力学模拟将配体的熵效应与蛋白质动力学性质一起引入,并且考虑到每个残基的水合作用,还加权了蛋白质每个残基与配体之间的相互作用。在假定与水分子牢固结合的残基在蛋白质-配体结合中很重要的假设下,载脂蛋白靶蛋白的分子动力学模拟给出了每个残基的水合效果。这两个效果提高了DIA方法的可靠性。实际上,DIA中使用的参数变得与目标蛋白质无关。 ΔG估计的平均误差为1.3kcal / mol,实验ΔG值与计算出的ΔG值之间的相关系数为0.75。

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